Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 321434 |
| Missing cells | 48654 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.3 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 4 |
|---|---|
| DateTime | 1 |
| Numeric | 9 |
VERSIE has constant value "" | Constant |
DATUM_BESTAND has constant value "" | Constant |
PEILDATUM has constant value "" | Constant |
TYPERENDE_DIAGNOSE_CD has a high cardinality: 1899 distinct values | High cardinality |
BEHANDELEND_SPECIALISME_CD is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
AANTAL_PAT_PER_ZPD is highly overall correlated with AANTAL_SUBTRAJECT_PER_ZPD | High correlation |
AANTAL_SUBTRAJECT_PER_ZPD is highly overall correlated with AANTAL_PAT_PER_ZPD | High correlation |
AANTAL_PAT_PER_DIAG is highly overall correlated with AANTAL_SUBTRAJECT_PER_DIAG | High correlation |
AANTAL_SUBTRAJECT_PER_DIAG is highly overall correlated with AANTAL_PAT_PER_DIAG | High correlation |
AANTAL_PAT_PER_SPC is highly overall correlated with BEHANDELEND_SPECIALISME_CD and 1 other fields | High correlation |
AANTAL_SUBTRAJECT_PER_SPC is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
GEMIDDELDE_VERKOOPPRIJS has 48654 (15.1%) missing values | Missing |
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.09481489) | Skewed |
Reproduction
| Analysis started | 2023-03-28 08:14:46.667076 |
|---|---|
| Analysis finished | 2023-03-28 08:15:08.469658 |
| Duration | 21.8 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
VERSIE
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 964302 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 321434 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 321434 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 321434 | |
| . | 321434 | |
| 0 | 321434 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 642868 | |
| Other Punctuation | 321434 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 321434 | |
| 0 | 321434 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 321434 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 964302 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 321434 | |
| . | 321434 | |
| 0 | 321434 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 964302 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 321434 | |
| . | 321434 | |
| 0 | 321434 |
DATUM_BESTAND
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 2023-03-10 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3214340 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-03-10 |
|---|---|
| 2nd row | 2023-03-10 |
| 3rd row | 2023-03-10 |
| 4th row | 2023-03-10 |
| 5th row | 2023-03-10 |
Common Values
| Value | Count | Frequency (%) |
| 2023-03-10 | 321434 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-03-10 | 321434 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| - | 642868 | |
| 1 | 321434 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2571472 | |
| Dash Punctuation | 642868 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| 1 | 321434 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 642868 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3214340 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| - | 642868 | |
| 1 | 321434 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3214340 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| - | 642868 | |
| 1 | 321434 | 10.0% |
PEILDATUM
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 2023-03-01 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3214340 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-03-01 |
|---|---|
| 2nd row | 2023-03-01 |
| 3rd row | 2023-03-01 |
| 4th row | 2023-03-01 |
| 5th row | 2023-03-01 |
Common Values
| Value | Count | Frequency (%) |
| 2023-03-01 | 321434 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-03-01 | 321434 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| - | 642868 | |
| 1 | 321434 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2571472 | |
| Dash Punctuation | 642868 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| 1 | 321434 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 642868 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3214340 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| - | 642868 | |
| 1 | 321434 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3214340 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 964302 | |
| 2 | 642868 | |
| 3 | 642868 | |
| - | 642868 | |
| 1 | 321434 | 10.0% |
JAAR
Date
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| Minimum | 2012-01-01 00:00:00 |
|---|---|
| Maximum | 2023-01-01 00:00:00 |
BEHANDELEND_SPECIALISME_CD
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 438.46217 |
| Minimum | 301 |
|---|---|
| Maximum | 8418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 301 |
|---|---|
| 5-th percentile | 302 |
| Q1 | 305 |
| median | 313 |
| Q3 | 322 |
| 95-th percentile | 335 |
| Maximum | 8418 |
| Range | 8117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 990.3148 |
|---|---|
| Coefficient of variation (CV) | 2.2586095 |
| Kurtosis | 60.821646 |
| Mean | 438.46217 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 7.9205314 |
| Sum | 1.4093665 × 108 |
| Variance | 980723.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305 | 45451 | |
| 313 | 41599 | |
| 303 | 37029 | |
| 330 | 25407 | 7.9% |
| 316 | 21881 | 6.8% |
| 308 | 17400 | 5.4% |
| 306 | 13484 | 4.2% |
| 324 | 13276 | 4.1% |
| 301 | 12850 | 4.0% |
| 304 | 10414 | 3.2% |
| Other values (18) | 82643 |
| Value | Count | Frequency (%) |
| 301 | 12850 | 4.0% |
| 302 | 7028 | 2.2% |
| 303 | 37029 | |
| 304 | 10414 | 3.2% |
| 305 | 45451 | |
| 306 | 13484 | 4.2% |
| 307 | 5607 | 1.7% |
| 308 | 17400 | 5.4% |
| 310 | 3502 | 1.1% |
| 313 | 41599 |
| Value | Count | Frequency (%) |
| 8418 | 4291 | 1.3% |
| 8416 | 576 | 0.2% |
| 1900 | 210 | 0.1% |
| 390 | 864 | 0.3% |
| 389 | 3397 | 1.1% |
| 362 | 4328 | 1.3% |
| 361 | 2313 | 0.7% |
| 335 | 3243 | 1.0% |
| 330 | 25407 | |
| 329 | 835 | 0.3% |
TYPERENDE_DIAGNOSE_CD
Categorical
| Distinct | 1899 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 101 | 1363 |
|---|---|
| 402 | 1314 |
| 301 | 1285 |
| 403 | 1282 |
| 201 | 1209 |
| Other values (1894) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3529838 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1077763 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 19 |
|---|---|
| 2nd row | 19 |
| 3rd row | 19 |
| 4th row | 03 |
| 5th row | 03 |
Common Values
| Value | Count | Frequency (%) |
| 101 | 1363 | 0.4% |
| 402 | 1314 | 0.4% |
| 301 | 1285 | 0.4% |
| 403 | 1282 | 0.4% |
| 201 | 1209 | 0.4% |
| 203 | 1204 | 0.4% |
| 401 | 1071 | 0.3% |
| 404 | 1065 | 0.3% |
| 802 | 1047 | 0.3% |
| 409 | 1035 | 0.3% |
| Other values (1889) | 309559 |
Length
| Value | Count | Frequency (%) |
| 101 | 1363 | 0.4% |
| 402 | 1314 | 0.4% |
| 301 | 1285 | 0.4% |
| 403 | 1282 | 0.4% |
| 201 | 1209 | 0.4% |
| 203 | 1204 | 0.4% |
| 401 | 1071 | 0.3% |
| 404 | 1065 | 0.3% |
| 802 | 1047 | 0.3% |
| 409 | 1035 | 0.3% |
| Other values (1889) | 309559 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 206266 | |
| 0 | 197520 | |
| 2 | 142905 | |
| 3 | 116689 | |
| 5 | 83168 | |
| 9 | 77631 | 7.2% |
| 4 | 76369 | 7.1% |
| 7 | 63516 | 5.9% |
| 6 | 56364 | 5.2% |
| 8 | 46439 | 4.3% |
| Other values (15) | 10896 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1066867 | |
| Uppercase Letter | 10896 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2022 | |
| M | 1844 | |
| B | 1306 | |
| E | 920 | |
| Z | 915 | |
| D | 731 | 6.7% |
| A | 707 | 6.5% |
| F | 679 | 6.2% |
| C | 361 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1061 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 206266 | |
| 0 | 197520 | |
| 2 | 142905 | |
| 3 | 116689 | |
| 5 | 83168 | |
| 9 | 77631 | 7.3% |
| 4 | 76369 | 7.2% |
| 7 | 63516 | 6.0% |
| 6 | 56364 | 5.3% |
| 8 | 46439 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1066867 | |
| Latin | 10896 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 2022 | |
| M | 1844 | |
| B | 1306 | |
| E | 920 | |
| Z | 915 | |
| D | 731 | 6.7% |
| A | 707 | 6.5% |
| F | 679 | 6.2% |
| C | 361 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1061 |
Common
| Value | Count | Frequency (%) |
| 1 | 206266 | |
| 0 | 197520 | |
| 2 | 142905 | |
| 3 | 116689 | |
| 5 | 83168 | |
| 9 | 77631 | 7.3% |
| 4 | 76369 | 7.2% |
| 7 | 63516 | 6.0% |
| 6 | 56364 | 5.3% |
| 8 | 46439 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1077763 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 206266 | |
| 0 | 197520 | |
| 2 | 142905 | |
| 3 | 116689 | |
| 5 | 83168 | |
| 9 | 77631 | 7.2% |
| 4 | 76369 | 7.1% |
| 7 | 63516 | 5.9% |
| 6 | 56364 | 5.2% |
| 8 | 46439 | 4.3% |
| Other values (15) | 10896 | 1.0% |
ZORGPRODUCT_CD
Real number (ℝ)
| Distinct | 6031 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4246152 × 108 |
| Minimum | 10501002 |
|---|---|
| Maximum | 9.9841808 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 10501002 |
|---|---|
| 5-th percentile | 28999040 |
| Q1 | 99899013 |
| median | 1.49899 × 108 |
| Q3 | 9.90004 × 108 |
| 95-th percentile | 9.9051604 × 108 |
| Maximum | 9.9841808 × 108 |
| Range | 9.8791708 × 108 |
| Interquartile range (IQR) | 8.9010499 × 108 |
Descriptive statistics
| Standard deviation | 4.2936081 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.9703913 |
| Kurtosis | -1.7450632 |
| Mean | 4.4246152 × 108 |
| Median Absolute Deviation (MAD) | 1.2 × 108 |
| Skewness | 0.45955627 |
| Sum | 1.4222218 × 1014 |
| Variance | 1.8435071 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 990004009 | 2325 | 0.7% |
| 990004007 | 2290 | 0.7% |
| 990003004 | 2253 | 0.7% |
| 990004006 | 1874 | 0.6% |
| 990356076 | 1692 | 0.5% |
| 990356073 | 1569 | 0.5% |
| 131999228 | 1493 | 0.5% |
| 131999164 | 1476 | 0.5% |
| 990003007 | 1466 | 0.5% |
| 131999194 | 1354 | 0.4% |
| Other values (6021) | 303642 |
| Value | Count | Frequency (%) |
| 10501002 | 9 | |
| 10501003 | 11 | |
| 10501004 | 11 | |
| 10501005 | 11 | |
| 10501007 | 3 | < 0.1% |
| 10501008 | 11 | |
| 10501010 | 11 | |
| 10501011 | 3 | < 0.1% |
| 11101002 | 10 | |
| 11101003 | 11 |
| Value | Count | Frequency (%) |
| 998418081 | 162 | |
| 998418080 | 146 | |
| 998418079 | 38 | < 0.1% |
| 998418077 | 8 | < 0.1% |
| 998418076 | 8 | < 0.1% |
| 998418075 | 7 | < 0.1% |
| 998418074 | 214 | |
| 998418073 | 215 | |
| 998418072 | 8 | < 0.1% |
| 998418071 | 8 | < 0.1% |
AANTAL_PAT_PER_ZPD
Real number (ℝ)
| Distinct | 10202 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 523.6785 |
| Minimum | 1 |
|---|---|
| Maximum | 165140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 14 |
| Q3 | 106 |
| 95-th percentile | 1784 |
| Maximum | 165140 |
| Range | 165139 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 3211.7908 |
|---|---|
| Coefficient of variation (CV) | 6.1331348 |
| Kurtosis | 396.07661 |
| Mean | 523.6785 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 16.485649 |
| Sum | 1.6832807 × 108 |
| Variance | 10315600 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 52710 | 16.4% |
| 2 | 25846 | 8.0% |
| 3 | 16873 | 5.2% |
| 4 | 12351 | 3.8% |
| 5 | 9682 | 3.0% |
| 6 | 8231 | 2.6% |
| 7 | 6820 | 2.1% |
| 8 | 5755 | 1.8% |
| 9 | 5209 | 1.6% |
| 10 | 4692 | 1.5% |
| Other values (10192) | 173265 |
| Value | Count | Frequency (%) |
| 1 | 52710 | |
| 2 | 25846 | |
| 3 | 16873 | 5.2% |
| 4 | 12351 | 3.8% |
| 5 | 9682 | 3.0% |
| 6 | 8231 | 2.6% |
| 7 | 6820 | 2.1% |
| 8 | 5755 | 1.8% |
| 9 | 5209 | 1.6% |
| 10 | 4692 | 1.5% |
| Value | Count | Frequency (%) |
| 165140 | 1 | |
| 162004 | 1 | |
| 155884 | 1 | |
| 154269 | 1 | |
| 154268 | 1 | |
| 144724 | 1 | |
| 118397 | 1 | |
| 115938 | 1 | |
| 112534 | 1 | |
| 111204 | 1 |
AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 10907 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 619.17139 |
| Minimum | 1 |
|---|---|
| Maximum | 240002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 15 |
| Q3 | 116 |
| 95-th percentile | 2035 |
| Maximum | 240002 |
| Range | 240001 |
| Interquartile range (IQR) | 113 |
Descriptive statistics
| Standard deviation | 4133.9611 |
|---|---|
| Coefficient of variation (CV) | 6.6766023 |
| Kurtosis | 708.09274 |
| Mean | 619.17139 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 21.094815 |
| Sum | 1.9902274 × 108 |
| Variance | 17089635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 50712 | 15.8% |
| 2 | 25400 | 7.9% |
| 3 | 16709 | 5.2% |
| 4 | 12147 | 3.8% |
| 5 | 9582 | 3.0% |
| 6 | 8203 | 2.6% |
| 7 | 6808 | 2.1% |
| 8 | 5691 | 1.8% |
| 9 | 5190 | 1.6% |
| 10 | 4660 | 1.4% |
| Other values (10897) | 176332 |
| Value | Count | Frequency (%) |
| 1 | 50712 | |
| 2 | 25400 | |
| 3 | 16709 | 5.2% |
| 4 | 12147 | 3.8% |
| 5 | 9582 | 3.0% |
| 6 | 8203 | 2.6% |
| 7 | 6808 | 2.1% |
| 8 | 5691 | 1.8% |
| 9 | 5190 | 1.6% |
| 10 | 4660 | 1.4% |
| Value | Count | Frequency (%) |
| 240002 | 1 | |
| 232423 | 1 | |
| 231954 | 1 | |
| 231005 | 1 | |
| 227936 | 1 | |
| 227409 | 1 | |
| 226301 | 1 | |
| 223939 | 1 | |
| 218673 | 1 | |
| 215068 | 1 |
AANTAL_PAT_PER_DIAG
Real number (ℝ)
| Distinct | 9109 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7853.645 |
| Minimum | 1 |
|---|---|
| Maximum | 230106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 421 |
| median | 1772 |
| Q3 | 6583 |
| 95-th percentile | 37339 |
| Maximum | 230106 |
| Range | 230105 |
| Interquartile range (IQR) | 6162 |
Descriptive statistics
| Standard deviation | 18053.237 |
|---|---|
| Coefficient of variation (CV) | 2.298708 |
| Kurtosis | 33.416809 |
| Mean | 7853.645 |
| Median Absolute Deviation (MAD) | 1608 |
| Skewness | 5.0070463 |
| Sum | 2.5244285 × 109 |
| Variance | 3.2591936 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 494 | 0.2% |
| 25 | 476 | 0.1% |
| 17 | 466 | 0.1% |
| 9 | 452 | 0.1% |
| 30 | 449 | 0.1% |
| 8 | 442 | 0.1% |
| 14 | 439 | 0.1% |
| 19 | 437 | 0.1% |
| 12 | 429 | 0.1% |
| 26 | 426 | 0.1% |
| Other values (9099) | 316924 |
| Value | Count | Frequency (%) |
| 1 | 376 | |
| 2 | 404 | |
| 3 | 383 | |
| 4 | 379 | |
| 5 | 405 | |
| 6 | 389 | |
| 7 | 373 | |
| 8 | 442 | |
| 9 | 452 | |
| 10 | 346 |
| Value | Count | Frequency (%) |
| 230106 | 23 | |
| 227966 | 23 | |
| 217955 | 24 | |
| 214513 | 17 | |
| 213535 | 25 | |
| 211593 | 17 | |
| 210432 | 19 | |
| 205347 | 17 | |
| 200603 | 16 | |
| 198527 | 20 |
AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ)
| Distinct | 10147 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11332.51 |
| Minimum | 1 |
|---|---|
| Maximum | 370022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 558 |
| median | 2468 |
| Q3 | 9334 |
| 95-th percentile | 53129 |
| Maximum | 370022 |
| Range | 370021 |
| Interquartile range (IQR) | 8776 |
Descriptive statistics
| Standard deviation | 26933.457 |
|---|---|
| Coefficient of variation (CV) | 2.3766543 |
| Kurtosis | 36.968916 |
| Mean | 11332.51 |
| Median Absolute Deviation (MAD) | 2259 |
| Skewness | 5.2530899 |
| Sum | 3.6426539 × 109 |
| Variance | 7.2541112 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 374 | 0.1% |
| 17 | 363 | 0.1% |
| 52 | 362 | 0.1% |
| 39 | 353 | 0.1% |
| 19 | 352 | 0.1% |
| 24 | 346 | 0.1% |
| 38 | 344 | 0.1% |
| 18 | 340 | 0.1% |
| 11 | 339 | 0.1% |
| 23 | 338 | 0.1% |
| Other values (10137) | 317923 |
| Value | Count | Frequency (%) |
| 1 | 294 | |
| 2 | 306 | |
| 3 | 317 | |
| 4 | 297 | |
| 5 | 314 | |
| 6 | 324 | |
| 7 | 328 | |
| 8 | 271 | |
| 9 | 267 | |
| 10 | 302 |
| Value | Count | Frequency (%) |
| 370022 | 23 | |
| 364051 | 23 | |
| 348522 | 25 | |
| 343312 | 24 | |
| 341691 | 19 | |
| 323791 | 20 | |
| 315783 | 17 | |
| 310778 | 17 | |
| 298646 | 17 | |
| 292753 | 16 |
AANTAL_PAT_PER_SPC
Real number (ℝ)
| Distinct | 308 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 684619.67 |
| Minimum | 1 |
|---|---|
| Maximum | 1487636 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 43722 |
| Q1 | 355515 |
| median | 764932 |
| Q3 | 1026475 |
| 95-th percentile | 1340740 |
| Maximum | 1487636 |
| Range | 1487635 |
| Interquartile range (IQR) | 670960 |
Descriptive statistics
| Standard deviation | 409428.45 |
|---|---|
| Coefficient of variation (CV) | 0.59803781 |
| Kurtosis | -1.0740056 |
| Mean | 684619.67 |
| Median Absolute Deviation (MAD) | 316122 |
| Skewness | -0.053160846 |
| Sum | 2.2006004 × 1011 |
| Variance | 1.6763165 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 880937 | 5102 | 1.6% |
| 874110 | 4354 | 1.4% |
| 843981 | 4347 | 1.4% |
| 894322 | 4333 | 1.3% |
| 880489 | 4273 | 1.3% |
| 897718 | 4212 | 1.3% |
| 764932 | 4089 | 1.3% |
| 802099 | 4026 | 1.3% |
| 1081075 | 3890 | 1.2% |
| 1100224 | 3866 | 1.2% |
| Other values (298) | 278942 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 13 | 4 | < 0.1% |
| 17 | 5 | < 0.1% |
| 28 | 24 | |
| 44 | 2 | < 0.1% |
| 146 | 10 |
| Value | Count | Frequency (%) |
| 1487636 | 2975 | |
| 1450401 | 3048 | |
| 1421736 | 3564 | |
| 1344428 | 3543 | |
| 1340740 | 3441 | |
| 1332404 | 3545 | |
| 1316540 | 3463 | |
| 1282947 | 3576 | |
| 1266251 | 3351 | |
| 1265245 | 1177 | 0.4% |
AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ)
| Distinct | 309 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1106103.5 |
| Minimum | 1 |
|---|---|
| Maximum | 2665360 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 47348 |
| Q1 | 512567 |
| median | 1129373 |
| Q3 | 1760849 |
| 95-th percentile | 2549091 |
| Maximum | 2665360 |
| Range | 2665359 |
| Interquartile range (IQR) | 1248282 |
Descriptive statistics
| Standard deviation | 734533.15 |
|---|---|
| Coefficient of variation (CV) | 0.66407272 |
| Kurtosis | -0.77331992 |
| Mean | 1106103.5 |
| Median Absolute Deviation (MAD) | 624409 |
| Skewness | 0.3284368 |
| Sum | 3.5553927 × 1011 |
| Variance | 5.3953895 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1211796 | 5102 | 1.6% |
| 1281512 | 4354 | 1.4% |
| 1216262 | 4347 | 1.4% |
| 1315589 | 4333 | 1.3% |
| 1300454 | 4273 | 1.3% |
| 1341867 | 4212 | 1.3% |
| 1155560 | 4089 | 1.3% |
| 1201838 | 4026 | 1.3% |
| 2549091 | 3890 | 1.2% |
| 2665360 | 3866 | 1.2% |
| Other values (299) | 278942 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 16 | 4 | < 0.1% |
| 17 | 5 | < 0.1% |
| 28 | 22 | |
| 29 | 2 | < 0.1% |
| 44 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2665360 | 3866 | |
| 2659078 | 3796 | |
| 2619966 | 3788 | |
| 2594527 | 3844 | |
| 2549091 | 3890 | |
| 2480797 | 3851 | |
| 2179106 | 3757 | |
| 2062587 | 3811 | |
| 2052315 | 1168 | 0.4% |
| 1990256 | 1167 | 0.4% |
GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ)
| Distinct | 3535 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 48654 |
| Missing (%) | 15.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3588.0168 |
| Minimum | 70 |
|---|---|
| Maximum | 287220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 480 |
| median | 1260 |
| Q3 | 4190 |
| 95-th percentile | 13620 |
| Maximum | 287220 |
| Range | 287150 |
| Interquartile range (IQR) | 3710 |
Descriptive statistics
| Standard deviation | 6532.4671 |
|---|---|
| Coefficient of variation (CV) | 1.8206345 |
| Kurtosis | 145.57442 |
| Mean | 3588.0168 |
| Median Absolute Deviation (MAD) | 1030 |
| Skewness | 7.1813867 |
| Sum | 9.7873922 × 108 |
| Variance | 42673126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 2009 | 0.6% |
| 105 | 1938 | 0.6% |
| 110 | 1790 | 0.6% |
| 180 | 1565 | 0.5% |
| 185 | 1551 | 0.5% |
| 300 | 1439 | 0.4% |
| 145 | 1386 | 0.4% |
| 175 | 1364 | 0.4% |
| 120 | 1335 | 0.4% |
| 165 | 1276 | 0.4% |
| Other values (3525) | 257127 | |
| (Missing) | 48654 | 15.1% |
| Value | Count | Frequency (%) |
| 70 | 226 | 0.1% |
| 75 | 75 | < 0.1% |
| 80 | 362 | 0.1% |
| 85 | 919 | |
| 90 | 689 | 0.2% |
| 95 | 695 | 0.2% |
| 100 | 924 | |
| 105 | 1938 | |
| 110 | 1790 | |
| 115 | 1093 |
| Value | Count | Frequency (%) |
| 287220 | 8 | |
| 148910 | 3 | < 0.1% |
| 142835 | 4 | |
| 122155 | 4 | |
| 116805 | 3 | < 0.1% |
| 109725 | 7 | |
| 108570 | 7 | |
| 107655 | 4 | |
| 101270 | 8 | |
| 96945 | 5 |
| BEHANDELEND_SPECIALISME_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|
| BEHANDELEND_SPECIALISME_CD | 1.000 | 0.217 | 0.008 | 0.013 | -0.061 | -0.054 | -0.562 | -0.483 | 0.049 |
| ZORGPRODUCT_CD | 0.217 | 1.000 | -0.142 | -0.150 | -0.180 | -0.212 | -0.385 | -0.415 | 0.027 |
| AANTAL_PAT_PER_ZPD | 0.008 | -0.142 | 1.000 | 0.996 | 0.322 | 0.320 | 0.068 | 0.078 | -0.304 |
| AANTAL_SUBTRAJECT_PER_ZPD | 0.013 | -0.150 | 0.996 | 1.000 | 0.319 | 0.321 | 0.071 | 0.085 | -0.306 |
| AANTAL_PAT_PER_DIAG | -0.061 | -0.180 | 0.322 | 0.319 | 1.000 | 0.987 | 0.310 | 0.293 | 0.025 |
| AANTAL_SUBTRAJECT_PER_DIAG | -0.054 | -0.212 | 0.320 | 0.321 | 0.987 | 1.000 | 0.323 | 0.323 | 0.033 |
| AANTAL_PAT_PER_SPC | -0.562 | -0.385 | 0.068 | 0.071 | 0.310 | 0.323 | 1.000 | 0.961 | -0.013 |
| AANTAL_SUBTRAJECT_PER_SPC | -0.483 | -0.415 | 0.078 | 0.085 | 0.293 | 0.323 | 0.961 | 1.000 | -0.016 |
| GEMIDDELDE_VERKOOPPRIJS | 0.049 | 0.027 | -0.304 | -0.306 | 0.025 | 0.033 | -0.013 | -0.016 | 1.000 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 19 | 59899065 | 102 | 131 | 152 | 285 | 21981 | 24168 | NaN |
| 1 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 19 | 59899066 | 137 | 142 | 152 | 285 | 21981 | 24168 | NaN |
| 2 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 19 | 59899067 | 11 | 12 | 152 | 285 | 21981 | 24168 | 1440.0 |
| 3 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 03 | 990029011 | 375 | 379 | 847 | 863 | 21981 | 24168 | 545.0 |
| 4 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 03 | 990029012 | 242 | 243 | 847 | 863 | 21981 | 24168 | 1040.0 |
| 5 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 03 | 990029002 | 58 | 58 | 847 | 863 | 21981 | 24168 | 205.0 |
| 6 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 03 | 990029010 | 179 | 183 | 847 | 863 | 21981 | 24168 | 1345.0 |
| 7 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 05 | 990029002 | 120 | 124 | 1285 | 1346 | 21981 | 24168 | 205.0 |
| 8 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 05 | 990029011 | 594 | 605 | 1285 | 1346 | 21981 | 24168 | 545.0 |
| 9 | 1.0 | 2023-03-10 | 2023-03-01 | 2018-01-01 | 329 | 05 | 990029010 | 256 | 261 | 1285 | 1346 | 21981 | 24168 | 1345.0 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 321424 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061001 | 2 | 2 | 752 | 1068 | 88322 | 128548 | NaN |
| 321425 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061014 | 32 | 32 | 752 | 1068 | 88322 | 128548 | 1340.0 |
| 321426 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061066 | 13 | 14 | 752 | 1068 | 88322 | 128548 | 3970.0 |
| 321427 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061004 | 1 | 1 | 752 | 1068 | 88322 | 128548 | NaN |
| 321428 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061068 | 2 | 2 | 752 | 1068 | 88322 | 128548 | 4775.0 |
| 321429 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061070 | 33 | 33 | 752 | 1068 | 88322 | 128548 | 9950.0 |
| 321430 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061067 | 289 | 406 | 752 | 1068 | 88322 | 128548 | 1660.0 |
| 321431 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061072 | 197 | 211 | 752 | 1068 | 88322 | 128548 | 6845.0 |
| 321432 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061008 | 22 | 24 | 752 | 1068 | 88322 | 128548 | 7255.0 |
| 321433 | 1.0 | 2023-03-10 | 2023-03-01 | 2017-01-01 | 361 | 111 | 990061018 | 56 | 58 | 752 | 1068 | 88322 | 128548 | 300.0 |